CS234:强化学习 2025年冬季
CS234: Reinforcement Learning Winter 2025

原始链接: https://web.stanford.edu/class/cs234/

本课程强调学术诚信,通过独立作业和恰当署名来实现。鼓励讨论想法,但所有提交的作业——包括作业、代码、考试和项目——必须是您自己的原创作品。具体而言,对于书面作业,解决方案必须独立完成;对于编程,只能共享输入输出行为。 分享解决方案,即使没有直接抄袭,或公开发布作业,都违反了学术诚信规范。系统将使用相似性检测软件。 允许使用生成式人工智能工具(如Gemini或GPT-4)作为资源,类似于与同学合作——您不能要求直接解答或复制代码,并且必须声明使用情况。但是,不能将大型语言模型列为合作者。 如果您对政策有疑问或犯了错误,请主动联系讲师或助教;主动报告通常比通过检查被发现后果更轻。最终,您对作品的原创性和完整性负责。

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原文
I care about academic collaboration and misconduct because it is important both that we are able to evaluate your own work (independent of your peer’s) and because not claiming others’ work as your own is an important part of integrity in your future career. I understand that different institutions and locations can have different definitions of what forms of collaborative behavior is considered acceptable. In this class, for written homework problems, you are welcome to discuss ideas with others, but you are expected to write up your own solutions independently (without referring to another’s solutions). For coding, you may only share the input-output behavior of your programs. This encourages you to work separately but share ideas on how to test your implementation. Please remember that if you share your solution with another student, even if you did not copy from another, you are still violating the honor code. Consistent with this, it is also considered an honor code violation if you make your assignment solutions publicly available, such as posting them online or in a public git repo.
We may run similarity-detection software over all submitted student programs, including programs from past quarters and any solutions found online on public websites. Anyone violating the Stanford University Honor Code will be referred to the Office of Judicial Affairs. If you think you made a mistake (it can happen, especially under stress or when time is short!), please reach out to Emma or the head CA; the consequences will be much less severe than if we approach you. We expect all students to submit their own solutions to CS234 homeworks, exams and quizzes, and for projects. You are permitted to use generative AI tools such as Gemini, GPT-4 and Co-Pilot in the same way that human collaboration is considered acceptable: you are not allowed to directly ask for solutions or copy code, and you should indicate if you have used generative AI tools. Similar to human collaboration help, you are ultimately responsible and accountable for your own work. We may check students' homework, exams and projects to enforce this policy.

Note that it is not acceptable to list a LLM as a collaborator on the project milestone or final report: as things stand, generative AI cannot accept fault or responsibility, and thus cannot be a collaborator in a final project.

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